Market brief · July 2026 · Confidential

Market, moat & first move

The home care labor crisis is a pricing problem.

What the numbers say, what the gig-staffing wave proved and missed, and what Rayva should build first.

Read of the data: 70% of workers who leave cite pay as the top reason. The workforce is not unwilling, it is underpriced and inflexibly scheduled. A platform that raises effective hourly earnings through per-visit pricing, mileage priced in, boosts, and same-day pay attacks the actual cause of churn, which no scheduling SaaS can do.

• Rural home health workers routinely travel long distances on poor roads and in bad weather. A storm day zeroes out county-wide visit schedules, and missed wound care and med management become ER admissions.
• Closures push care into homes precisely where visit labor is thinnest.
• Rural adults have higher chronic-condition and disability rates and significantly higher travel barriers to care.
• Every incumbent gig platform depends on urban worker density near facilities. Rural in-home care inverts the geometry: dispersed patients, dispersed workers. Dynamic pay that extends a worker's radius is the only mechanism that closes the gap, and nobody has built it.

• 17+ states have introduced gig-healthcare-staffing bills since 2022. Eight advanced platform exemptions; New York instead classified gig nursing platforms as staffing agencies in 2025, with registration, quarterly wage reporting, and no independent-contractor classification. Live bills in CO, IL, IA, WI. Forced reclassification adds roughly 20 to 30% to unit labor cost.
• Strategic posture: build both rails from day one, a 1099 marketplace where lawful and an agency-of-record W-2 rail where required. This turns the sector's biggest risk into a state-by-state expansion playbook.
• Scope of practice: start with private-pay and agency-subcontracted visits where the agency keeps the Medicare certification umbrella, then expand as state rules allow.
• Worker-protective design, rate floors, mileage always priced in, instant pay, optional insurance, is both the brand and the lobbying position.

The question behind the pivot. Three viable openings, judged against cold-start economics:

This ordering also de-risks financing: Phase 1 metrics (supply growth, activation) are legible to pre-seed investors; Phase 2 produces GMV and take-rate data for seed; Phase 3 layers high-margin recurring revenue for Series A. Each phase's asset makes the next phase cheaper.

• Surge optics in healthcare. "Prices go up when grandma is desperate" is a headline risk. Frame and build it as worker pay boosts funded by the demand side, with rate transparency and caps. Never patient-facing dynamic pricing.
• Thin-market chicken-and-egg is real. The tool-first phase must genuinely stand alone. If the app is only a waitlist in disguise, workers churn before the marketplace opens.
• Reclassification. Modeled at +20 to 30% labor cost. The W-2 rail must be in the architecture, not a retrofit.
• Payer mix. Medicaid HCBS rates cap what many visits can pay. Early GMV should weight private-pay, Medicare Advantage supplemental, and agency-subcontracted visits.